Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 2779 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 260.7 KiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 1 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
Compactness is highly overall correlated with Extent and 2 other fields | High correlation |
Extent is highly overall correlated with Compactness and 1 other fields | High correlation |
Roundness is highly overall correlated with cluster and 1 other fields | High correlation |
Solidity is highly overall correlated with Compactness and 1 other fields | High correlation |
cluster is highly overall correlated with Roundness | High correlation |
cluster_average_Type is highly overall correlated with Compactness and 1 other fields | High correlation |
cluster has 703 (25.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-17 00:47:18.245186 |
|---|---|
| Analysis finished | 2024-12-17 00:47:34.886938 |
| Duration | 16.64 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Length
Real number (ℝ)
| Distinct | 1928 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289.79613 |
| Minimum | 151.33527 |
|---|---|
| Maximum | 515.35248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 151.33527 |
|---|---|
| 5-th percentile | 204.02749 |
| Q1 | 244.91535 |
| median | 279.86469 |
| Q3 | 329.1411 |
| 95-th percentile | 411.28687 |
| Maximum | 515.35248 |
| Range | 364.01721 |
| Interquartile range (IQR) | 84.225746 |
Descriptive statistics
| Standard deviation | 62.077123 |
|---|---|
| Coefficient of variation (CV) | 0.21420963 |
| Kurtosis | 0.054655934 |
| Mean | 289.79613 |
| Median Absolute Deviation (MAD) | 39.903961 |
| Skewness | 0.6377387 |
| Sum | 805343.46 |
| Variance | 3853.5692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 254.4638672 | 5 | 0.2% |
| 241.2635498 | 5 | 0.2% |
| 252.4578857 | 5 | 0.2% |
| 281.8874512 | 4 | 0.1% |
| 252.1556091 | 4 | 0.1% |
| 231.7611084 | 4 | 0.1% |
| 269.8413696 | 4 | 0.1% |
| 269.6526184 | 4 | 0.1% |
| 168.7080231 | 4 | 0.1% |
| 328.9320374 | 4 | 0.1% |
| Other values (1918) | 2736 |
| Value | Count | Frequency (%) |
| 151.3352661 | 1 | < 0.1% |
| 154.7952423 | 2 | |
| 156.0432281 | 1 | < 0.1% |
| 156.4661713 | 1 | < 0.1% |
| 159.2402954 | 1 | < 0.1% |
| 159.8836517 | 1 | < 0.1% |
| 160.4595642 | 1 | < 0.1% |
| 160.5242767 | 2 | |
| 167.8253021 | 3 | |
| 168.6890869 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 515.352478 | 1 | |
| 512.6253052 | 2 | |
| 506.372406 | 1 | |
| 499.4121399 | 1 | |
| 497.4573059 | 1 | |
| 481.2356873 | 1 | |
| 477.2573853 | 1 | |
| 475.8347168 | 1 | |
| 469.9933167 | 1 | |
| 468.4328918 | 2 |
Width
Real number (ℝ)
| Distinct | 1849 |
|---|---|
| Distinct (%) | 66.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.80019 |
| Minimum | 88.050529 |
|---|---|
| Maximum | 258.56979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 88.050529 |
|---|---|
| 5-th percentile | 126.40553 |
| Q1 | 149.59875 |
| median | 169.92412 |
| Q3 | 190.57055 |
| 95-th percentile | 224.64789 |
| Maximum | 258.56979 |
| Range | 170.51926 |
| Interquartile range (IQR) | 40.971794 |
Descriptive statistics
| Standard deviation | 29.561715 |
|---|---|
| Coefficient of variation (CV) | 0.17307776 |
| Kurtosis | -0.03847341 |
| Mean | 170.80019 |
| Median Absolute Deviation (MAD) | 20.548431 |
| Skewness | 0.19821804 |
| Sum | 474653.74 |
| Variance | 873.895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 169.46492 | 5 | 0.2% |
| 184.4487152 | 5 | 0.2% |
| 129.9219666 | 4 | 0.1% |
| 162.4747772 | 4 | 0.1% |
| 206.7833099 | 4 | 0.1% |
| 153.9707642 | 4 | 0.1% |
| 167.6368713 | 4 | 0.1% |
| 191.330368 | 4 | 0.1% |
| 153.7546997 | 4 | 0.1% |
| 175.6868896 | 4 | 0.1% |
| Other values (1839) | 2737 |
| Value | Count | Frequency (%) |
| 88.05052948 | 1 | |
| 88.05123138 | 2 | |
| 90.07479095 | 1 | |
| 90.56969452 | 1 | |
| 92.25747681 | 1 | |
| 92.62679291 | 2 | |
| 93.73306274 | 2 | |
| 93.8094101 | 2 | |
| 94.20102692 | 1 | |
| 94.51618195 | 2 |
| Value | Count | Frequency (%) |
| 258.5697937 | 1 | |
| 257.7919006 | 1 | |
| 257.3881836 | 1 | |
| 256.3813782 | 1 | |
| 255.9151306 | 1 | |
| 254.0734253 | 1 | |
| 253.7433777 | 1 | |
| 253.3808289 | 1 | |
| 253.0660858 | 1 | |
| 251.3216553 | 1 |
Area
Real number (ℝ)
| Distinct | 2726 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26501.021 |
| Minimum | 6037 |
|---|---|
| Maximum | 89282 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 6037 |
|---|---|
| 5-th percentile | 10598.6 |
| Q1 | 16220 |
| median | 23401.5 |
| Q3 | 33379.25 |
| 95-th percentile | 54401.25 |
| Maximum | 89282 |
| Range | 83245 |
| Interquartile range (IQR) | 17159.25 |
Descriptive statistics
| Standard deviation | 13782.98 |
|---|---|
| Coefficient of variation (CV) | 0.52009242 |
| Kurtosis | 1.651996 |
| Mean | 26501.021 |
| Median Absolute Deviation (MAD) | 7960 |
| Skewness | 1.2484165 |
| Sum | 73646338 |
| Variance | 1.8997055 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10535 | 3 | 0.1% |
| 13978 | 2 | 0.1% |
| 22004 | 2 | 0.1% |
| 34304.5 | 2 | 0.1% |
| 14842 | 2 | 0.1% |
| 27715 | 2 | 0.1% |
| 17510.5 | 2 | 0.1% |
| 10869.5 | 2 | 0.1% |
| 27225.5 | 2 | 0.1% |
| 13893 | 2 | 0.1% |
| Other values (2716) | 2758 |
| Value | Count | Frequency (%) |
| 6037 | 1 | |
| 6177 | 1 | |
| 6185 | 1 | |
| 6198.5 | 1 | |
| 6499.5 | 2 | |
| 6574.5 | 1 | |
| 6755 | 1 | |
| 6819.5 | 1 | |
| 6898 | 1 | |
| 6915.5 | 1 |
| Value | Count | Frequency (%) |
| 89282 | 1 | |
| 86040 | 1 | |
| 85880 | 1 | |
| 83822 | 1 | |
| 81813 | 1 | |
| 79559 | 1 | |
| 78531.5 | 1 | |
| 78338.5 | 1 | |
| 78242 | 1 | |
| 77816.5 | 1 |
Roundness
Real number (ℝ)
High correlation 
| Distinct | 1931 |
|---|---|
| Distinct (%) | 69.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46989785 |
| Minimum | 0.17374846 |
|---|---|
| Maximum | 0.68557706 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.17374846 |
|---|---|
| 5-th percentile | 0.25493619 |
| Q1 | 0.38462395 |
| median | 0.47143167 |
| Q3 | 0.57744222 |
| 95-th percentile | 0.63809043 |
| Maximum | 0.68557706 |
| Range | 0.5118286 |
| Interquartile range (IQR) | 0.19281827 |
Descriptive statistics
| Standard deviation | 0.11821081 |
|---|---|
| Coefficient of variation (CV) | 0.25156703 |
| Kurtosis | -0.8825995 |
| Mean | 0.46989785 |
| Median Absolute Deviation (MAD) | 0.097516954 |
| Skewness | -0.298612 |
| Sum | 1305.8461 |
| Variance | 0.013973795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6323167105 | 7 | 0.3% |
| 0.4142495572 | 5 | 0.2% |
| 0.2295774345 | 4 | 0.1% |
| 0.3864994768 | 4 | 0.1% |
| 0.2231981525 | 4 | 0.1% |
| 0.3864353386 | 4 | 0.1% |
| 0.4591370937 | 4 | 0.1% |
| 0.3682207855 | 4 | 0.1% |
| 0.4947791534 | 4 | 0.1% |
| 0.5100017618 | 4 | 0.1% |
| Other values (1921) | 2735 |
| Value | Count | Frequency (%) |
| 0.1737484552 | 2 | |
| 0.1783044211 | 1 | |
| 0.1881483404 | 1 | |
| 0.1943163767 | 2 | |
| 0.194803299 | 2 | |
| 0.2021449064 | 2 | |
| 0.2048341426 | 1 | |
| 0.2133799222 | 1 | |
| 0.2134423226 | 1 | |
| 0.2137339949 | 1 |
| Value | Count | Frequency (%) |
| 0.6855770595 | 1 | |
| 0.6803785287 | 2 | |
| 0.6793269392 | 1 | |
| 0.6773676637 | 1 | |
| 0.6764886335 | 2 | |
| 0.6741675939 | 1 | |
| 0.673256447 | 1 | |
| 0.6706803041 | 2 | |
| 0.6688671059 | 1 | |
| 0.6684887697 | 1 |
Solidity
Real number (ℝ)
High correlation 
| Distinct | 2776 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.95636796 |
| Minimum | 0.71877246 |
|---|---|
| Maximum | 0.99288912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.71877246 |
|---|---|
| 5-th percentile | 0.87472346 |
| Q1 | 0.94491857 |
| median | 0.97055983 |
| Q3 | 0.9815312 |
| 95-th percentile | 0.98863799 |
| Maximum | 0.99288912 |
| Range | 0.27411666 |
| Interquartile range (IQR) | 0.036612625 |
Descriptive statistics
| Standard deviation | 0.038466695 |
|---|---|
| Coefficient of variation (CV) | 0.040221647 |
| Kurtosis | 5.1951529 |
| Mean | 0.95636796 |
| Median Absolute Deviation (MAD) | 0.013996964 |
| Skewness | -2.1237772 |
| Sum | 2657.7466 |
| Variance | 0.0014796866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7187724634 | 2 | 0.1% |
| 0.9258937078 | 2 | 0.1% |
| 0.9685987384 | 2 | 0.1% |
| 0.9426886499 | 1 | < 0.1% |
| 0.9430423355 | 1 | < 0.1% |
| 0.9460082822 | 1 | < 0.1% |
| 0.9364214116 | 1 | < 0.1% |
| 0.9400149134 | 1 | < 0.1% |
| 0.9425563276 | 1 | < 0.1% |
| 0.9153351932 | 1 | < 0.1% |
| Other values (2766) | 2766 |
| Value | Count | Frequency (%) |
| 0.7187724634 | 2 | |
| 0.7511175547 | 1 | |
| 0.7671826431 | 1 | |
| 0.7841960295 | 1 | |
| 0.7853451096 | 1 | |
| 0.7869588356 | 1 | |
| 0.7880165477 | 1 | |
| 0.7882394273 | 1 | |
| 0.788433273 | 1 | |
| 0.7889663934 | 1 |
| Value | Count | Frequency (%) |
| 0.992889123 | 1 | |
| 0.9927057971 | 1 | |
| 0.9924222343 | 1 | |
| 0.9922863139 | 1 | |
| 0.992081448 | 1 | |
| 0.9920251382 | 1 | |
| 0.9919179942 | 1 | |
| 0.9919061562 | 1 | |
| 0.9918980822 | 1 | |
| 0.9918912921 | 1 |
Compactness
Real number (ℝ)
High correlation 
| Distinct | 2776 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.811523 |
| Minimum | 1.1644687 |
|---|---|
| Maximum | 6.825684 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 1.1644687 |
|---|---|
| 5-th percentile | 1.2482719 |
| Q1 | 1.356854 |
| median | 1.5761014 |
| Q3 | 1.9595166 |
| 95-th percentile | 3.311198 |
| Maximum | 6.825684 |
| Range | 5.6612152 |
| Interquartile range (IQR) | 0.60266268 |
Descriptive statistics
| Standard deviation | 0.74660938 |
|---|---|
| Coefficient of variation (CV) | 0.41214458 |
| Kurtosis | 10.115578 |
| Mean | 1.811523 |
| Median Absolute Deviation (MAD) | 0.25896693 |
| Skewness | 2.8195989 |
| Sum | 5034.2224 |
| Variance | 0.55742557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.457891663 | 2 | 0.1% |
| 2.452015431 | 2 | 0.1% |
| 2.229812351 | 2 | 0.1% |
| 1.660023385 | 1 | < 0.1% |
| 2.274092729 | 1 | < 0.1% |
| 2.207729603 | 1 | < 0.1% |
| 2.466474898 | 1 | < 0.1% |
| 2.14965433 | 1 | < 0.1% |
| 1.611830959 | 1 | < 0.1% |
| 1.844151746 | 1 | < 0.1% |
| Other values (2766) | 2766 |
| Value | Count | Frequency (%) |
| 1.164468727 | 1 | |
| 1.16746807 | 1 | |
| 1.171493171 | 1 | |
| 1.172427662 | 1 | |
| 1.175407185 | 1 | |
| 1.179803389 | 1 | |
| 1.180105672 | 1 | |
| 1.182508941 | 1 | |
| 1.183430673 | 1 | |
| 1.184406026 | 1 |
| Value | Count | Frequency (%) |
| 6.825683957 | 1 | |
| 6.732644849 | 1 | |
| 6.704805865 | 1 | |
| 6.596767535 | 1 | |
| 6.488794301 | 1 | |
| 6.457891663 | 2 | |
| 6.187797714 | 1 | |
| 6.182120222 | 1 | |
| 5.848393522 | 1 | |
| 5.724285705 | 1 |
Aspect_Ratio
Real number (ℝ)
| Distinct | 1001 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7535916 |
| Minimum | 1.4000817 |
|---|---|
| Maximum | 2.6073675 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 1.4000817 |
|---|---|
| 5-th percentile | 1.5186864 |
| Q1 | 1.6155819 |
| median | 1.7059238 |
| Q3 | 1.838599 |
| 95-th percentile | 2.1539618 |
| Maximum | 2.6073675 |
| Range | 1.2072859 |
| Interquartile range (IQR) | 0.22301711 |
Descriptive statistics
| Standard deviation | 0.20119633 |
|---|---|
| Coefficient of variation (CV) | 0.11473386 |
| Kurtosis | 1.7384901 |
| Mean | 1.7535916 |
| Median Absolute Deviation (MAD) | 0.10548497 |
| Skewness | 1.2475569 |
| Sum | 4873.231 |
| Variance | 0.040479963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.548957718 | 8 | 0.3% |
| 1.689471263 | 7 | 0.3% |
| 1.864239083 | 7 | 0.3% |
| 1.800293087 | 7 | 0.3% |
| 2.111400983 | 7 | 0.3% |
| 1.577732151 | 7 | 0.3% |
| 1.600438803 | 7 | 0.3% |
| 1.767010353 | 7 | 0.3% |
| 1.682902028 | 6 | 0.2% |
| 1.711133054 | 6 | 0.2% |
| Other values (991) | 2710 |
| Value | Count | Frequency (%) |
| 1.400081673 | 4 | |
| 1.427405508 | 5 | |
| 1.436017711 | 1 | < 0.1% |
| 1.449457939 | 2 | 0.1% |
| 1.45116974 | 4 | |
| 1.452477741 | 3 | |
| 1.462166258 | 2 | 0.1% |
| 1.464647005 | 2 | 0.1% |
| 1.466764392 | 2 | 0.1% |
| 1.468290452 | 4 |
| Value | Count | Frequency (%) |
| 2.607367523 | 1 | < 0.1% |
| 2.606582831 | 4 | |
| 2.598485293 | 2 | |
| 2.580846925 | 2 | |
| 2.579810661 | 3 | |
| 2.573946228 | 1 | < 0.1% |
| 2.527518166 | 4 | |
| 2.506223458 | 2 | |
| 2.468742797 | 2 | |
| 2.424797685 | 2 |
Eccentricity
Real number (ℝ)
| Distinct | 1000 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81378082 |
| Minimum | 0.71358195 |
|---|---|
| Maximum | 0.93056271 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.71358195 |
|---|---|
| 5-th percentile | 0.75262308 |
| Q1 | 0.78470995 |
| median | 0.81032867 |
| Q3 | 0.83972226 |
| 95-th percentile | 0.88790298 |
| Maximum | 0.93056271 |
| Range | 0.21698076 |
| Interquartile range (IQR) | 0.05501231 |
Descriptive statistics
| Standard deviation | 0.041023664 |
|---|---|
| Coefficient of variation (CV) | 0.050411195 |
| Kurtosis | -0.40592814 |
| Mean | 0.81378082 |
| Median Absolute Deviation (MAD) | 0.027338524 |
| Skewness | 0.31553432 |
| Sum | 2261.4969 |
| Variance | 0.001682941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7577382187 | 8 | 0.3% |
| 0.799227214 | 7 | 0.3% |
| 0.8133212007 | 7 | 0.3% |
| 0.8664939375 | 7 | 0.3% |
| 0.8340819394 | 7 | 0.3% |
| 0.809647096 | 7 | 0.3% |
| 0.8342153168 | 7 | 0.3% |
| 0.8947935603 | 7 | 0.3% |
| 0.8556213928 | 7 | 0.3% |
| 0.7763410223 | 6 | 0.2% |
| Other values (990) | 2709 |
| Value | Count | Frequency (%) |
| 0.7135819492 | 1 | < 0.1% |
| 0.7238922111 | 4 | |
| 0.724666961 | 2 | 0.1% |
| 0.7252565525 | 2 | 0.1% |
| 0.7295600553 | 2 | 0.1% |
| 0.7306442431 | 4 | |
| 0.731564017 | 5 | |
| 0.7322237453 | 3 | |
| 0.7339825872 | 1 | < 0.1% |
| 0.7343088284 | 3 |
| Value | Count | Frequency (%) |
| 0.9305627139 | 2 | |
| 0.9235290021 | 4 | |
| 0.9234810453 | 2 | |
| 0.9229834746 | 1 | < 0.1% |
| 0.9218824365 | 4 | |
| 0.9218170052 | 3 | |
| 0.9214451377 | 2 | |
| 0.9184035118 | 2 | |
| 0.9169480017 | 1 | < 0.1% |
| 0.9142881235 | 2 |
Extent
Real number (ℝ)
High correlation 
| Distinct | 2776 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72508688 |
| Minimum | 0.46654269 |
|---|---|
| Maximum | 0.81931639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.46654269 |
|---|---|
| 5-th percentile | 0.63285699 |
| Q1 | 0.70214106 |
| median | 0.73381696 |
| Q3 | 0.75755057 |
| 95-th percentile | 0.78140518 |
| Maximum | 0.81931639 |
| Range | 0.35277369 |
| Interquartile range (IQR) | 0.05540951 |
Descriptive statistics
| Standard deviation | 0.045937742 |
|---|---|
| Coefficient of variation (CV) | 0.063354811 |
| Kurtosis | 1.9247756 |
| Mean | 0.72508688 |
| Median Absolute Deviation (MAD) | 0.026408593 |
| Skewness | -1.2135628 |
| Sum | 2015.0164 |
| Variance | 0.0021102761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5790716322 | 2 | 0.1% |
| 0.6859948849 | 2 | 0.1% |
| 0.6921828172 | 2 | 0.1% |
| 0.697400762 | 1 | < 0.1% |
| 0.687406994 | 1 | < 0.1% |
| 0.6853117643 | 1 | < 0.1% |
| 0.6604774052 | 1 | < 0.1% |
| 0.7204512742 | 1 | < 0.1% |
| 0.7136798469 | 1 | < 0.1% |
| 0.6306057076 | 1 | < 0.1% |
| Other values (2766) | 2766 |
| Value | Count | Frequency (%) |
| 0.4665426918 | 1 | |
| 0.5260974521 | 1 | |
| 0.5262999181 | 1 | |
| 0.5306523297 | 1 | |
| 0.5312302749 | 1 | |
| 0.5337828196 | 1 | |
| 0.5375586854 | 1 | |
| 0.5390856561 | 1 | |
| 0.54468746 | 1 | |
| 0.5516964117 | 1 |
| Value | Count | Frequency (%) |
| 0.8193163857 | 1 | |
| 0.8150636943 | 1 | |
| 0.812721519 | 1 | |
| 0.8121424577 | 1 | |
| 0.8091220238 | 1 | |
| 0.8080778302 | 1 | |
| 0.8074948089 | 1 | |
| 0.8056143424 | 1 | |
| 0.8054523539 | 1 | |
| 0.8051935229 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 938 | |
| 0 | 922 | |
| 1 | 919 |
cluster
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4699532 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 703 |
| Zeros (%) | 25.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 1.9721094 |
|---|---|
| Coefficient of variation (CV) | 0.79844 |
| Kurtosis | -1.5469199 |
| Mean | 2.4699532 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.067025689 |
| Sum | 6864 |
| Variance | 3.8892157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 776 | |
| 0 | 703 | |
| 1 | 413 | |
| 3 | 385 | |
| 2 | 296 | 10.7% |
| 4 | 206 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 703 | |
| 1 | 413 | |
| 2 | 296 | 10.7% |
| 3 | 385 | |
| 4 | 206 | 7.4% |
| 5 | 776 |
| Value | Count | Frequency (%) |
| 5 | 776 | |
| 4 | 206 | 7.4% |
| 3 | 385 | |
| 2 | 296 | 10.7% |
| 1 | 413 | |
| 0 | 703 |
cluster_average_Type
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0058206 |
| Minimum | 0.45833333 |
|---|---|
| Maximum | 1.2509603 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 21.8 KiB |
Quantile statistics
| Minimum | 0.45833333 |
|---|---|
| 5-th percentile | 0.45833333 |
| Q1 | 0.88192771 |
| median | 1.1678521 |
| Q3 | 1.2509603 |
| 95-th percentile | 1.2509603 |
| Maximum | 1.2509603 |
| Range | 0.79262697 |
| Interquartile range (IQR) | 0.3690326 |
Descriptive statistics
| Standard deviation | 0.24609752 |
|---|---|
| Coefficient of variation (CV) | 0.24467338 |
| Kurtosis | -0.55584077 |
| Mean | 1.0058206 |
| Median Absolute Deviation (MAD) | 0.083108245 |
| Skewness | -0.72756223 |
| Sum | 2795.1754 |
| Variance | 0.06056399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.250960307 | 776 | |
| 1.167852063 | 703 | |
| 0.8819277108 | 413 | |
| 0.8837209302 | 385 | |
| 0.6910299003 | 296 | 10.7% |
| 0.4583333333 | 206 | 7.4% |
| Value | Count | Frequency (%) |
| 0.4583333333 | 206 | 7.4% |
| 0.6910299003 | 296 | 10.7% |
| 0.8819277108 | 413 | |
| 0.8837209302 | 385 | |
| 1.167852063 | 703 | |
| 1.250960307 | 776 |
| Value | Count | Frequency (%) |
| 1.250960307 | 776 | |
| 1.167852063 | 703 | |
| 0.8837209302 | 385 | |
| 0.8819277108 | 413 | |
| 0.6910299003 | 296 | 10.7% |
| 0.4583333333 | 206 | 7.4% |
Interactions
Correlations
| Area | Aspect_Ratio | Compactness | Eccentricity | Extent | Length | Roundness | Solidity | Type | Width | cluster | cluster_average_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Area | 1.000 | 0.023 | 0.073 | 0.018 | 0.354 | 0.455 | 0.231 | 0.175 | 0.180 | 0.279 | 0.289 | -0.073 |
| Aspect_Ratio | 0.023 | 1.000 | 0.120 | 0.359 | -0.047 | 0.146 | -0.202 | -0.085 | 0.191 | 0.023 | -0.033 | -0.363 |
| Compactness | 0.073 | 0.120 | 1.000 | 0.109 | -0.519 | 0.178 | -0.433 | -0.831 | 0.194 | 0.126 | -0.186 | -0.506 |
| Eccentricity | 0.018 | 0.359 | 0.109 | 1.000 | -0.036 | 0.121 | -0.203 | -0.061 | 0.173 | 0.012 | -0.282 | -0.291 |
| Extent | 0.354 | -0.047 | -0.519 | -0.036 | 1.000 | 0.030 | 0.283 | 0.675 | 0.257 | -0.043 | 0.211 | 0.316 |
| Length | 0.455 | 0.146 | 0.178 | 0.121 | 0.030 | 1.000 | -0.196 | -0.102 | 0.248 | 0.309 | -0.061 | -0.477 |
| Roundness | 0.231 | -0.202 | -0.433 | -0.203 | 0.283 | -0.196 | 1.000 | 0.320 | 0.314 | -0.023 | 0.540 | 0.529 |
| Solidity | 0.175 | -0.085 | -0.831 | -0.061 | 0.675 | -0.102 | 0.320 | 1.000 | 0.236 | -0.045 | 0.139 | 0.415 |
| Type | 0.180 | 0.191 | 0.194 | 0.173 | 0.257 | 0.248 | 0.314 | 0.236 | 1.000 | 0.181 | 0.254 | 0.248 |
| Width | 0.279 | 0.023 | 0.126 | 0.012 | -0.043 | 0.309 | -0.023 | -0.045 | 0.181 | 1.000 | -0.264 | -0.227 |
| cluster | 0.289 | -0.033 | -0.186 | -0.282 | 0.211 | -0.061 | 0.540 | 0.139 | 0.254 | -0.264 | 1.000 | 0.353 |
| cluster_average_Type | -0.073 | -0.363 | -0.506 | -0.291 | 0.316 | -0.477 | 0.529 | 0.415 | 0.248 | -0.227 | 0.353 | 1.000 |
Missing values
Sample
| Length | Width | Area | Roundness | Solidity | Compactness | Aspect_Ratio | Eccentricity | Extent | Type | cluster | cluster_average_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 272.553253 | 227.940628 | 22619.0 | 0.460467 | 0.973384 | 1.458265 | 1.565795 | 0.798147 | 0.681193 | 0 | 0 | 1.167852 |
| 1 | 340.942719 | 234.188126 | 23038.0 | 0.451983 | 0.957304 | 1.601844 | 1.552992 | 0.755233 | 0.656353 | 0 | 1 | 0.881928 |
| 2 | 344.597992 | 229.418610 | 22386.5 | 0.178304 | 0.967270 | 1.487772 | 1.696236 | 0.845151 | 0.683620 | 0 | 1 | 0.881928 |
| 3 | 367.850677 | 232.763153 | 22578.5 | 0.547965 | 0.965512 | 1.540979 | 1.942538 | 0.806122 | 0.685360 | 0 | 2 | 0.691030 |
| 4 | 276.140106 | 230.150742 | 19068.0 | 0.430272 | 0.951450 | 1.629395 | 2.142503 | 0.844623 | 0.714800 | 0 | 3 | 0.883721 |
| 5 | 315.898743 | 231.914429 | 19335.0 | 0.605619 | 0.957344 | 1.558628 | 1.740388 | 0.814227 | 0.727920 | 0 | 0 | 1.167852 |
| 6 | 195.676468 | 226.371048 | 18583.5 | 0.386679 | 0.956286 | 1.614212 | 2.134406 | 0.808327 | 0.727908 | 0 | 3 | 0.883721 |
| 7 | 227.627579 | 226.186142 | 18069.5 | 0.257667 | 0.968978 | 1.506426 | 1.688412 | 0.876796 | 0.740675 | 0 | 0 | 1.167852 |
| 8 | 413.477173 | 133.728958 | 41492.0 | 0.309009 | 0.950986 | 2.232834 | 1.731157 | 0.798828 | 0.767645 | 0 | 1 | 0.881928 |
| 9 | 418.210327 | 156.352112 | 40630.5 | 0.295783 | 0.955888 | 2.116056 | 1.647175 | 0.822175 | 0.758598 | 0 | 1 | 0.881928 |
| Length | Width | Area | Roundness | Solidity | Compactness | Aspect_Ratio | Eccentricity | Extent | Type | cluster | cluster_average_Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2769 | 294.598572 | 133.201599 | 25529.0 | 0.374527 | 0.956232 | 1.826074 | 1.809412 | 0.790335 | 0.681719 | 2 | 1 | 0.881928 |
| 2770 | 282.113983 | 213.362000 | 21200.5 | 0.547854 | 0.945143 | 1.772007 | 1.508124 | 0.767723 | 0.708573 | 2 | 0 | 1.167852 |
| 2771 | 420.821259 | 206.783310 | 20866.0 | 0.487400 | 0.954441 | 1.732866 | 1.690899 | 0.841358 | 0.721807 | 2 | 1 | 0.881928 |
| 2772 | 292.296082 | 207.031631 | 20319.5 | 0.311953 | 0.945511 | 1.957249 | 2.070341 | 0.857196 | 0.719325 | 2 | 3 | 0.883721 |
| 2773 | 345.911133 | 206.845505 | 20483.5 | 0.591948 | 0.958494 | 1.670972 | 1.656022 | 0.796027 | 0.731972 | 2 | 5 | 1.250960 |
| 2774 | 244.866592 | 192.709366 | 18471.5 | 0.456914 | 0.931000 | 1.838965 | 1.812843 | 0.762105 | 0.725739 | 2 | 0 | 1.167852 |
| 2775 | 366.171509 | 186.254745 | 17213.5 | 0.642495 | 0.952706 | 1.564234 | 1.705885 | 0.810162 | 0.714016 | 2 | 5 | 1.250960 |
| 2776 | 408.806732 | 186.196182 | 17510.5 | 0.558189 | 0.948821 | 1.681705 | 1.668084 | 0.822138 | 0.718999 | 2 | 1 | 0.881928 |
| 2777 | 280.646667 | 188.660828 | 17941.0 | 0.386465 | 0.944810 | 1.764701 | 1.705924 | 0.797262 | 0.738191 | 2 | 0 | 1.167852 |
| 2778 | 269.356903 | 176.023636 | 36683.5 | 0.643761 | 0.947380 | 1.707933 | 1.530231 | 0.756930 | 0.722429 | 2 | 5 | 1.250960 |
Duplicate rows
Most frequently occurring
| Length | Width | Area | Roundness | Solidity | Compactness | Aspect_Ratio | Eccentricity | Extent | Type | cluster | cluster_average_Type | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 446.136932 | 203.451675 | 67056.0 | 0.428955 | 0.925894 | 2.452015 | 2.19284 | 0.889965 | 0.685995 | 0 | 2 | 0.69103 | 2 |